Dr. R. Nidhya
Qualification : Ph.D. (Anna University)
Designation : Professor
Details of Educational Qualification:
| Course | Specialization | Group | College Name/University | Year of Passing |
|---|---|---|---|---|
| Ph.D. | Information and Communication Engineering | Information and Communication Engineering | Anna University, Gundy, Chennai | 2017 |
| M.Tech. | Mainframe | Computer Science and Engineering | Anna University Regional Centre CBE, Anna University Chennai | 2013 |
| B.E. | Computer Science and Engineering | Computer Science and Engineering | Maharaja Engineering College, Avinashi | 2009 |
My Publications
| S.No | Title of the Paper | Full Details of Journal Name / Conference Name, Volume number, page number, Date |
|---|---|---|
| 1 | “Exploring Facial Recognition Technologies for Classroom Management” | IEEE Xplore, Electronic ISBN:979-8-3503-5306-8, April 2024. https://ieeexplore.ieee.org/document/10544143 - Scopus |
| 2 | “Real Time Medicinal Plant Identification & Classification Using Random Forest Algorithm” | IEEE Xplore, ISBN:979-8-3503-5306-8, April 2024. https://ieeexplore.ieee.org/document/10543388. |
| 3 | “Intense Triad Defender for End-User Security in Cyber Physical System” | IEEE Xplore, Online ISBN: 979-8-3503-6526-9, April 2024 (https://ieeexplore.ieee.org/document/10537533) - Scopus. |
| 4 | “Brain Tumor Diagnosis with MCNN-Based MRI Image Analysis” | IEEE Xplore, Online ISBN: 979-8-3503-2804-2, December 2023 (https://ieeexplore.ieee.org/document/10435262) – Scopus. |
| 5 | “Smart System for Vehicle Number Plate Recognition Using Convolutional Neural Network (CNN)” | IEEE Xplore Online ISBN: 979-8-3503-2804-2, December 2023 (https://ieeexplore.ieee.org/document/10435179) – Scopus. |
| 6 | “Hybrid Tasmanian Devil and Improved Simulated Annealing-Based Clustering Algorithm for Improving Network Longevity in Wireless Sensor Networks (WSNs)” | Wireless Personal Communications, August 2023, https://doi.org/10.1007/s11277-023-10674-z - SCI/Scopus/WoS. |
| 7 | ”A Secured And Optimized Deep Recurrent Neural Network (DRNN) Scheme For Remote Health Monitoring System With Edge Computing” | Automatika (Taylor & Francis), March 2023, https://doi.org/10.1080/00051144.2023.2195218 - SCI/Scopus/WoS |
| 8 | “Remodeled chaotic compressive sensing scheme for secure and energy-efficient data forwarding in body-to-body network” | Computers & Electrical Engineering (Elsevier), Volume 97, January 2022, 107633. |
| 9 | “Minimizing path loss and improving security in wireless body area networks” | International Journal of Intelligent Unmanned Systems (Emerald), March 2021. |
| 10 | “Enhanced Route Selection (ERS) Algorithm for IoT Enabled Smart Waste Management System” | International Journal of Environmental Technology & Innovation (Elsevier), volume 20, pp. 1-9, November 2020. |
| 11 | “Reducing the Search Space in Real-Road Shortest Path Finding Using Elliptical Pruning With Geographical Databases” | Asian Journal of Information Technology, vol. 19, issue 9, pp. 163-170, August 2020. |
| 12 | “A Virtual Honeynet Based Botnet Detection (Vhbd) Architecture for Cloud” | International Journal of Engineering and Advanced Technology (IJEAT), Vol. 8, Issue 5, 866-871, June 2019. |
| 13 | “A Systematic and Analytical Approach to Techniques and Tools in Topic Modeling” | International Journal of Recent Technology and Engineering (IJRTE), Vol 8, Issue 1, Pg no: 2932-2935, May 2019. |
| 14 | “A Secure and Energy Efficient Resource Allocation Scheme for Wireless Body Area Network” | IEEE Explore, Electronic ISBN:978-1-5386-1442-6, February 2019. |
| 15 | "Multitier security architecture with energy requirement for medical wireless sensor network” | International Journal of Printing, Packaging and Allied Sciences, vol. 4, no. 5, pp. 3885-3897. ISSN: 2320-4387, December 2016. |
| 16 | “The Survey on Evolution of Wireless Network Generations“ | International Journal of Science Technology & Engineering (IJSTE), Volume 3, Issue 05, 22-27, November 2016. |
| 17 | “An Efficient Searching for Non-Formulating Queries” | International Journal of Innovative Research in Computer and Communication Engineering, Volume 3, Issue 4, 3421-3426, ISSN(Online): 2320-9801 ISSN (Print): 2320-9798, May 2015. |
| 18 | “A Study on Relation Extraction Method for a Web Search Query” | International Journal for Research in Emerging Science and Technology, Volume 1, Issue 6, E-ISSN: 2349-7610, 71-75, November 2014. |
| 19 | “Cell Segmentation and Nucleus to Cytoplasm Ratio Analysis in Skin Cancer Cell Images” | International Journal of Research in Information Technology, Volume-2 & Issue-4, 480-488, April 2014. |
| 20 | “Retinal and cancer cell image segmentation for predicting the diseased images” | IEEE Xplore, Electronic ISBN: 978-1-4799-4982-3, March 2014. |
| 21 | “Cell segmentation and NC ratio analysis for biopsy images using marker controlled watershed algorithm” | IEEE Xplore, Electronic ISBN: 978-1-4799-4982-3, March 2014. |
| 22 | “Survey on Cell Segmentation and NC Ratio Analysis for Third Harmonic Generated Microscopy Virtual Biopsy Images” | International Journal of Innovative Research in Computer and Communication Engineering, Volume -1 Issue 8, 1781-1785, October 2013. |
| 23 | “Detecting Diseased Images By Using Semi - Supervised Learning” | International Journal of Computer and Communication Technology, Volume 4 & Issue 1, 43 – 48, January 2013. |
Book Published
- Edited a book titled “Tele-Healthcare Applications of Artificial Intelligence and Soft Computing Techniques”, Scrivener publishing, Wiley, ISBN:9781119841937, DOI:10.1002/9781119841937, https://onlinelibrary.wiley.com/doi/book/10.1002/9781119841937 (Scopus)
- Published a book titled “The Basics of Web Application Development”, Creovsys Publisher, ISBN : 978-93-94244-01-6.
Book Chapter
- “Energy Harvesting Scheme Using Queuing Theory for Wireless Body Area Network”, Energy Harvesting Trends for Low Power Compact Electronic Devices, EAI/Springer Innovations in Communication and Computing- Springer, Pg.No: 169-186, September 2023. https://doi.org/10.1007/978-3-031-35965-1_9
- “An Efficient IoT Framework for Patient Monitoring and Predicting Heart Disease Based on Machine Learning Algorithms”, Tele-Healthcare Applications of Artificial Intelligence and Soft Computing Techniques, Scrivener publishing, Wiley, ISBN:9781119841937, DOI:10.1002/9781119841937.ch8, Pg.No: 179-200, July 2022.
- “Autism Screening Tools With Machine Learning and Deep Learning Methods: A Review”, Tele-Healthcare Applications of Artificial Intelligence and Soft Computing Techniques, Scrivener publishing, Wiley, ISBN:9781119841937, DOI:10.1002/9781119841937.ch10, Pg.No:221-247, July 2022.
- “Security and Privacy Issues in Smart Healthcare System Using Internet of Things”, IoT-enabled Smart Healthcare Systems, Services and Applications, Wiley Telecom Publisher, pp. 63-85, Online ISBN: 9781119816829, February 2022.
- “A Deep Learning Based Convolution Neural Networks-DCNN Approach to Detect Brain Tumor”, Advances in Intelligent Systems and Computing, vol 1411. Springer, Online ISBN: 978-981-16-6887-6, pp.115-127,January 2022.
- “ACO_NB-Based Hybrid Prediction Model for Medical Disease Diagnosis”, Handbook of Research on Disease Prediction Through Data Analytics and Machine Learning, IGI Global, Online ISBN 9781799827429, October 2020.
- “Paillier Homomorphic Encryption with K-Means Clustering Algorithm (PHEKC) for Data Mining Security in Cloud”, Lecture Notes on Networks and Systems, pp. 941-948, Online ISBN 978-981-15-7345-3, September 2020.
- “A Novel Encryption Design for Wireless Body Area Network in Remote Healthcare System Using Enhanced RSA Algorithm”, Springer Advances in Intelligent Systems and Computing, volume 1171, August 2020.
- “Comparison of Machine Learning Methods for Effective Autism Diagnosis”, Springer International Publishing: Soft Computing and Signal Processing, Online ISBN 978-981-15-2475-2, March 2020.
- “WOAMSA: Whale Optimization Algorithm for Multiple Segment Alignment of Protein Sequence”, Springer International Publishing: Computational Vision and Bio-Inspired Computing, Online ISBN 978-3-030-37218-7, January 2020.
- “Security and Privacy Issues in Remote Healthcare Systems Using Wireless Body Area Networks”, Body Area Network Challenges and Solutions, EAI/ Springer Innovations in Communication and Computing, Springer, 37-53, January 2019.
- “An End-to-End Secure and Energy-Aware Routing Mechanism for IoT-Based Modern Health Care System”, Soft Computing and Signal Processing, Springer, 379-388, January 2019.
- “Identification of Abdominal Aorta Aneurysm Using Ant Colony Optimization Algorithm” – Springer International Publishing: Advances in Intelligent Systems & Computing, ISBN Online: 978-3-319-03107-1, ISBN Print: 978-3-319-03106-4, December 2014.
Conferences & Workshops attended
- “Detecting Abdominal Aorta Aneurysm using Bio Computing Technology” - International Conference on Advances in Communication and Computing (ICACC 2013).
- “Secured Polling Based on Virtual Cloud” – International Conference on Advances in Communication and Computing (ICACC 2013).
- “Detecting Diseased Images by Using Semi-Supervised Learning”-International Conference on Advances in Communication and Computing (ICACC 2013).
- “Cell Segmentation and NC Ratio Analysis for Biopsy Images Using Marker Controlled Watershed Algorithm”- International Conference on Green Computing, Communication Electrical Engineering (ICGCCEE 2014).
- “Retinal and cancer cell image segmentation for predicting the diseased images” – International Conference on Green Computing, Communication Electrical Engineering (ICGCCEE 2014).
- “Performance Increase for DPDSN Through Speed Based Back Pressure For WSN”- International Conference on Recent Advances in Design, Automation and Intelligent Systems’16.
- “A Survey on Requirements and Challenges in Wireless Body Area Network”, 2nd International Conference on Inventive Research in Engineering and Technology (ICIRET 2017) conducted at The Hotel IBIS, Bangkok, Thailand organized by Inventive Research Organization, Coimbatore.
- “Segmentation Techniques for Brain Tumour Identification - A Survey”, 2nd International Conference on Inventive Research in Engineering and Technology (ICIRET 2017) conducted at The Hotel IBIS, Bangkok, Thailand organized by Inventive Research Organization, Coimbatore.
- “Performance Analysis for Patient Monitoring, Health Care WBAN using Queuing models”, The IEEE International Conference on Science, Technology, Engineering and Management (ICSTEM'17).
- “Remote Monitoring of the Patient Healthcare Using Internet of Things (IoT)”, The IEEE International Conference on Innovation in Green Energy and Healthcare Technologies (IGEHT’17).
- “An End-to-End Secure and Energy Aware Routing Mechanism for IoT Based Modern Health Care System”, Springer International Conference on Soft Computing and Signal Processing- ICSCSP 2018, Hyderabad, India.
- “Paillier Homomorphic Encryption with K means clustering algorithm (PHEKC) for Data mining Security in Cloud”, IEEE International Conference on Intelligent Computing and Sustainable System (ICICSS 2018), Coimbatore.
- “Comparison of Machine Learning Methods for Effective Autism Diagnosis”, Springer International Conference on Soft Computing and Signal Processing- ICSCSP 2019, Hyderabad, India.
- “A Novel Encryption Design for Wireless Body Area Network in Remote Healthcare System Using Enhanced RSA Algorithm”, Springer International Conference on Soft Computing and Signal Processing- ICSCSP 2019, Hyderabad, India.
- “Overview of Security in Smart City Applications Using Internet of Things: Issues & Solutions”, AICTE sponsored International Online Conference On Current Trends And Challenges In Health Care Informatics And Technology " (ICCTCHIT'20), KSR College of Engineering, Tamilnadu, December 2020.
- “A Deep Learning Based Convolution Neural Networks-DCNN Approach to Detect Brain Tumor”, Academia-Industry Consortium for Data Science (AICDS-2020), College of Science and Technology (CST), Wenzhou-Kean University, Wenzhou, China, December 2020.
- “Predicting Air Quality Index Using Machine Learning”, International conference on interdisciplinary Science for Society (IICSS 2022), Kalinga University, January 2022.
- “Image Caption Generator Using Artificial Intelligence”, International conference on interdisciplinary Science for Society (IICSS 2022), Kalinga University, January 2022.